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feat: Add backend gallery (#5607)
* feat: Add backend gallery This PR add support to manage backends as similar to models. There is now available a backend gallery which can be used to install and remove extra backends. The backend gallery can be configured similarly as a model gallery, and API calls allows to install and remove new backends in runtime, and as well during the startup phase of LocalAI. Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Add backends docs Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * wip: Backend Dockerfile for python backends Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * feat: drop extras images, build python backends separately Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * fixup on all backends Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * test CI Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Tweaks Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Drop old backends leftovers Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Fixup CI Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Move dockerfile upper Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Fix proto Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Feature dropped for consistency - we prefer model galleries Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Add missing packages in the build image Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * exllama is ponly available on cublas Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * pin torch on chatterbox Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Fixups to index Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * CI Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Debug CI * Install accellerators deps Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Add target arch * Add cuda minor version Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Use self-hosted runners Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * ci: use quay for test images Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * fixups for vllm and chatterbox Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Small fixups on CI Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * chatterbox is only available for nvidia Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Simplify CI builds Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Adapt test, use qwen3 Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * chore(model gallery): add jina-reranker-v1-tiny-en-gguf Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * fix(gguf-parser): recover from potential panics that can happen while reading ggufs with gguf-parser Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Use reranker from llama.cpp in AIO images Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Limit concurrent jobs Signed-off-by: Ettore Di Giacinto <mudler@localai.io> --------- Signed-off-by: Ettore Di Giacinto <mudler@localai.io> Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
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198
.github/workflows/python_backend_build.yml
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.github/workflows/python_backend_build.yml
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---
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name: 'build python backend container images (reusable)'
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on:
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workflow_call:
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inputs:
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base-image:
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description: 'Base image'
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required: true
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type: string
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build-type:
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description: 'Build type'
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default: ''
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type: string
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cuda-major-version:
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description: 'CUDA major version'
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default: "12"
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type: string
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cuda-minor-version:
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description: 'CUDA minor version'
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default: "1"
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type: string
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platforms:
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description: 'Platforms'
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default: ''
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type: string
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tag-latest:
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description: 'Tag latest'
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default: ''
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type: string
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latest-image:
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description: 'Tag latest'
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default: ''
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type: string
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tag-suffix:
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description: 'Tag suffix'
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default: ''
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type: string
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runs-on:
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description: 'Runs on'
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required: true
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default: ''
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type: string
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backend:
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description: 'Backend to build'
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required: true
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type: string
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secrets:
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dockerUsername:
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required: true
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dockerPassword:
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required: true
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quayUsername:
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required: true
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quayPassword:
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required: true
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jobs:
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reusable_python_backend-build:
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runs-on: ${{ inputs.runs-on }}
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steps:
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- name: Force Install GIT latest
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run: |
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sudo apt-get update \
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&& sudo apt-get install -y software-properties-common \
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&& sudo apt-get update \
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&& sudo add-apt-repository -y ppa:git-core/ppa \
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&& sudo apt-get update \
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&& sudo apt-get install -y git
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- name: Checkout
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uses: actions/checkout@v4
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- name: Release space from worker
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if: inputs.runs-on == 'ubuntu-latest'
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run: |
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echo "Listing top largest packages"
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pkgs=$(dpkg-query -Wf '${Installed-Size}\t${Package}\t${Status}\n' | awk '$NF == "installed"{print $1 "\t" $2}' | sort -nr)
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head -n 30 <<< "${pkgs}"
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echo
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df -h
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echo
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sudo apt-get autoremove -y
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sudo apt-get clean
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echo
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df -h
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- name: Docker meta
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id: meta
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if: github.event_name != 'pull_request'
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uses: docker/metadata-action@v5
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with:
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images: |
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quay.io/go-skynet/local-ai-backends
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localai/localai-backends
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tags: |
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type=ref,event=branch
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type=semver,pattern={{raw}}
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type=sha
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flavor: |
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latest=${{ inputs.tag-latest }}
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suffix=${{ inputs.tag-suffix }}
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- name: Docker meta for PR
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id: meta_pull_request
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if: github.event_name == 'pull_request'
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uses: docker/metadata-action@v5
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with:
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images: |
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quay.io/go-skynet/ci-tests
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tags: |
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type=ref,event=branch,suffix=${{ github.event.number }}-${{ inputs.backend }}-${{ inputs.build-type }}-${{ inputs.cuda-major-version }}-${{ inputs.cuda-minor-version }}
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type=semver,pattern={{raw}},suffix=${{ github.event.number }}-${{ inputs.backend }}-${{ inputs.build-type }}-${{ inputs.cuda-major-version }}-${{ inputs.cuda-minor-version }}
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type=sha,suffix=${{ github.event.number }}-${{ inputs.backend }}-${{ inputs.build-type }}-${{ inputs.cuda-major-version }}-${{ inputs.cuda-minor-version }}
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flavor: |
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latest=${{ inputs.tag-latest }}
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suffix=${{ inputs.tag-suffix }}
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## End testing image
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- name: Set up QEMU
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uses: docker/setup-qemu-action@master
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with:
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platforms: all
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- name: Set up Docker Buildx
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id: buildx
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uses: docker/setup-buildx-action@master
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- name: Login to DockerHub
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if: github.event_name != 'pull_request'
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uses: docker/login-action@v3
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with:
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username: ${{ secrets.dockerUsername }}
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password: ${{ secrets.dockerPassword }}
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- name: Login to Quay.io
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# if: github.event_name != 'pull_request'
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uses: docker/login-action@v3
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with:
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registry: quay.io
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username: ${{ secrets.quayUsername }}
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password: ${{ secrets.quayPassword }}
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- name: Build and push
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uses: docker/build-push-action@v6
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if: github.event_name != 'pull_request'
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with:
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builder: ${{ steps.buildx.outputs.name }}
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build-args: |
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BUILD_TYPE=${{ inputs.build-type }}
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CUDA_MAJOR_VERSION=${{ inputs.cuda-major-version }}
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CUDA_MINOR_VERSION=${{ inputs.cuda-minor-version }}
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BASE_IMAGE=${{ inputs.base-image }}
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BACKEND=${{ inputs.backend }}
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context: ./backend
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file: ./backend/Dockerfile.python
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cache-from: type=gha
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platforms: ${{ inputs.platforms }}
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push: ${{ github.event_name != 'pull_request' }}
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tags: ${{ steps.meta.outputs.tags }}
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labels: ${{ steps.meta.outputs.labels }}
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- name: Build and push (PR)
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uses: docker/build-push-action@v6
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if: github.event_name == 'pull_request'
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with:
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builder: ${{ steps.buildx.outputs.name }}
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build-args: |
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BUILD_TYPE=${{ inputs.build-type }}
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CUDA_MAJOR_VERSION=${{ inputs.cuda-major-version }}
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CUDA_MINOR_VERSION=${{ inputs.cuda-minor-version }}
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BASE_IMAGE=${{ inputs.base-image }}
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BACKEND=${{ inputs.backend }}
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context: ./backend
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file: ./backend/Dockerfile.python
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cache-from: type=gha
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platforms: ${{ inputs.platforms }}
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push: true
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tags: ${{ steps.meta_pull_request.outputs.tags }}
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labels: ${{ steps.meta_pull_request.outputs.labels }}
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- name: Cleanup
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run: |
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docker builder prune -f
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docker system prune --force --volumes --all
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- name: Latest tag
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if: github.event_name != 'pull_request' && inputs.latest-image != '' && github.ref_type == 'tag'
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run: |
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docker pull localai/localai-backends:${{ steps.meta.outputs.version }}
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docker tag localai/localai-backends:${{ steps.meta.outputs.version }} localai/localai-backends:${{ inputs.latest-image }}
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docker push localai/localai-backends:${{ inputs.latest-image }}
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docker pull quay.io/go-skynet/local-ai-backends:${{ steps.meta.outputs.version }}
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docker tag quay.io/go-skynet/local-ai-backends:${{ steps.meta.outputs.version }} quay.io/go-skynet/local-ai-backends:${{ inputs.latest-image }}
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docker push quay.io/go-skynet/local-ai-backends:${{ inputs.latest-image }}
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- name: job summary
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run: |
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echo "Built image: ${{ steps.meta.outputs.labels }}" >> $GITHUB_STEP_SUMMARY
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